CN108848532A - A kind of data transfer optimization method, apparatus and computer storage medium - Google Patents
A kind of data transfer optimization method, apparatus and computer storage medium Download PDFInfo
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- CN108848532A CN108848532A CN201810576203.3A CN201810576203A CN108848532A CN 108848532 A CN108848532 A CN 108848532A CN 201810576203 A CN201810576203 A CN 201810576203A CN 108848532 A CN108848532 A CN 108848532A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W28/00—Network traffic management; Network resource management
- H04W28/02—Traffic management, e.g. flow control or congestion control
- H04W28/06—Optimizing the usage of the radio link, e.g. header compression, information sizing, discarding information
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L47/00—Traffic control in data switching networks
- H04L47/10—Flow control; Congestion control
- H04L47/32—Flow control; Congestion control by discarding or delaying data units, e.g. packets or frames
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Abstract
The embodiment of the present application discloses a kind of data transfer optimization method, apparatus and computer storage medium, and the method is applied to mobile terminal, the method includes：Determine the type of current service data；When the type of the determination includes target type, the corresponding time delay duration of the target type is obtained；If the corresponding first transmission delay duration of the business datum of the target type is greater than the time delay duration, the business datum of the target type is abandoned；Preempting resources can be all gone to avoid all business datums and cause the problems such as data transmission channel blocks brought game Caton, wechat online is slow, to reduce transmission delay of the data from mobile terminal to network, the real-time of data transmission is improved, while also improving the service performance of mobile terminal.
Description
Technical field
This application involves wireless communication technology field more particularly to a kind of data transfer optimization method, apparatus and computers
Storage medium.
Background technique
With global fourth generation mobile communication technology (the 4th Generation mobile communication
Technology, 4G) network universal and perfect and mobile terminal (such as smart phone) process performance comprehensive raising,
The prevalence of the social applications such as especially QQ, wechat APP, more users start to carry out large-scale battle trip in real time on mobile terminals
Play.
The correlation properties of real-time data service include：Long connection, small data packets, low discharge, low delay, low serious forgiveness, with
And it is more sensitive etc. to wireless network environment variation.Within the scope of the sensing capability of normal person, when the delay in game service reaches
After 100ms rank, user can be clearly felt that Caton, malfunction；When the delay in game service reaches 200ms rank
Afterwards, the operation of user substantially can not be synchronous with game perceptible feedback, affects the real-time of data service, while causing to move
The service performance of terminal is poor.
Summary of the invention
The main purpose of the application is to propose a kind of data transfer optimization method, apparatus and computer storage medium, uses
In reducing transmission delay of the data from mobile terminal to network, the real-time of data transmission is improved, while also improving movement
The service performance of terminal.
In order to achieve the above objectives, the technical solution of the application is realized in：
In a first aspect, the embodiment of the present application provides a kind of data transfer optimization method, the method includes：
Determine the type of current service data；
When the type of the determination includes target type, the corresponding time delay duration of the target type is obtained；
If the corresponding first transmission delay duration of the business datum of the target type is greater than the time delay duration, abandon
The business datum of the target type.
Second aspect, the embodiment of the present application provide a kind of data transfer optimization device, the data transfer optimization device
Including：Network interface, memory and processor；Wherein,
The network interface, during for being received and sent messages between other ext nal network elements, the reception of signal and
It sends；
The memory, for storing the computer program that can be run on the processor；
The processor, for executing data transfer optimization described in first aspect when running the computer program
The step of method.
The third aspect, the embodiment of the present application provide a kind of computer storage medium, the computer storage medium storage
There is the program of data transfer optimization, the program of the data transfer optimization realizes first aspect when being executed by least one processor
The step of method of the data transfer optimization
A kind of data transfer optimization method, apparatus and computer storage medium provided by the embodiment of the present application, by true
Determine the type of current service data；When the type of the determination includes target type, obtain the target type it is corresponding when
Delay length；If the corresponding first transmission delay duration of the business datum of the target type is greater than the time delay duration, abandon
The business datum of the target type；Preempting resources can be all gone to avoid all business datums and data transmission channel is caused to hinder
Game Caton, wechat brought by filling in are surfed the Internet the problems such as slow, thus reduce transmission delay of the data from mobile terminal to network,
The real-time of data transmission is improved, while also improving the service performance of mobile terminal.
Detailed description of the invention
Figure 1A is a kind of configuration diagram of wireless communication system provided by the embodiments of the present application；
Figure 1B is a kind of composed structure schematic diagram of smart phone provided by the embodiments of the present application；
Fig. 1 C is that the corresponding channel of wireless interface between a kind of mobile terminal provided by the embodiments of the present application and base station reflects
Penetrate schematic diagram；
Fig. 2 is a kind of flow diagram of data transfer optimization method provided by the embodiments of the present application；
Fig. 3 is a kind of detailed process schematic diagram of data transfer optimization method provided by the embodiments of the present application；
Fig. 4 is the detailed process schematic diagram of another data transfer optimization method provided by the embodiments of the present application；
Fig. 5 is a kind of composition schematic diagram of data transfer optimization device provided by the embodiments of the present application；
Fig. 6 is the composition schematic diagram of another data transfer optimization device provided by the embodiments of the present application；
Fig. 7 is the composition schematic diagram of another data transfer optimization device provided by the embodiments of the present application；
Fig. 8 is a kind of specific hardware structure schematic diagram of data transfer optimization device provided by the embodiments of the present application.
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present application, technical solutions in the embodiments of the present application carries out clear, complete
Site preparation description.
Hereinafter, the part term in the application is explained, in order to those skilled in the art understand that.
Radio frequency (Radio Frequency, RF) indicates can be radiated the electromagnetic frequency in space, and frequency range is from 300KHz
Between~300GHz.RF index includes but is not limited to：Reference Signal Received Power (Reference Signal Receiving
Power, RSRP), it is Reference Signal Received Quality (Reference Signal Receiving Quality, RSRQ), received
Signal strength indicates (Received Signal Strength Indication, RSSI), Signal to Interference plus Noise Ratio
(Signal to Interference plus Noise Ratio, SINR), signal-to-noise ratio (SIGNAL-NOISE RATIO,
SNR), channel quality instruction (Channel Quality Indicator, CQI) etc..
Wherein, RSRP refers to Reference Signal Received Power, in particular in certain Measurement bandwidth, cell reference signals
Mean reference power, be measure the network coverage important indicator.SINR refer to Signal to Interference plus Noise Ratio, in particular to
The ratio of received useful signal and the interfering signal power received, SINR are used to gauge signal quality, and SINR is higher, indicate
Channel circumstance is better, and transmission rate is higher.RSSI refers in received signal strength indicator, in particular to certain Measurement bandwidth, leads
Average value of the total received power in measurement period on frequency, for measuring disturbed condition.RSRQ refers to Reference Signal Received Quality,
Specifically refer to the difference of useful signal power and general power.RSRQ can be expressed as P*RSRP/RSSI, and wherein P is Measurement bandwidth
The number of upper carrying.SNR refers to the ratio of signal and noise in an electronic equipment or electronic system.In general, noise
Than bigger, illustrate that the noise being mixed in signal is smaller, channel quality is better, and opposite signal-to-noise ratio is smaller, illustrates to be mixed in signal
Noise is bigger, and channel quality is poorer.CQI is used to represent the quality of present channel quality, and CQI is opposite with the signal-to-noise ratio size of channel
It answers, value range 0~31.When CQI value is 0, channel quality is worst；When CQI value is 31, channel quality is best.
Illustratively, Figure 1A, which is shown, to illustrate using the wireless communication system architecture of the embodiment of the present application technical solution
Figure.Wherein, the wireless communication system is not limited to long term evolution (Long Term Evolution, LTE) system, can also be
The 5th third-generation mobile communication (the 5th Generation, 5G) system of the following evolution, newly eat dishes without rice or wine (NR) system, machine and machine
(Machine to Machine, the M2M) system of communication etc..As shown in Figure 1A, wireless communication system 100 may include：One or more
A base station 101, one or more carrier core transmission networks 102, one or more carrier servers 103, one or more
Mobile terminal 104.
Base station 101 can be used for being communicated with one or more mobile terminals 104, can be used for and one or more
The base station of partial function with mobile terminal is communicated (such as macro base station and micro-base station, such as the communication between access point).
Base station 101 can be TD SDMA (Time Division Synchronous Cod e Division
Multiple Access, TD-SCDMA) base transceiver station (Base Transceiver Station, BTS) in system,
It can be that evolved base station (Evolutional Node B, eNB) in LTE system and 5G system, newly eat dishes without rice or wine (New
Radio, NR) base station in system.In addition, base station may be access point (Access Point, AP), transmission node (Trans
TRP), center cell (Central Unit, CU) or other network entities, and may include the above network entity function in
Some or all of functions.
Mobile terminal 104 can be distributed in entire wireless communication system 100, can be static, be also possible to move
's.In some embodiments of the present application, mobile terminal 104 can be mobile device, mobile station (mobile station), move
Moving cell (mobile unit), M2M terminal, radio-cell, remote unit, user agent, mobile client etc..
Carrier core transmission network 102 connects one or more carrier servers 103, by taking game service as an example, the clothes
Business device for example can be game server Intranet cluster etc., and carrier core transmission network includes 3G (Third Generation) Moblie skill (3rd-
Generation, 3G) Serving GPRS Support Node (Serving GPRS Support Node, SGSN), forth generation mobile communication
Technology (the 4th Generation mobile communication, 4G) core packet networks evolution (Evolved Packet
Core, EPC) equipment, the 5th third-generation mobile communication technology (5th-Generation, 5G) equipment of the core network and future communication systems
Equipment of the core network etc., base station includes long term evolution (Long Term Evolution, LTE) base station eNB, the base station 5G gNB etc..
Specifically, base station 101 can be communicated by wireless interface 105 with mobile terminal 104.The network equipment and the network equipment it
Between (such as carrier core transmission network 102 and base station 101, carrier core transmission network 102 and carrier server 103) can also
To be directly or indirectly in communication with each other by backhaul (blackhaul) interface 106 (such as X2 interface).
It should be noted that the transmission network shown in Figure 1A is used for the purpose of more clearly illustrating the technical side of the application
Case does not constitute the restriction to the application, and those of ordinary skill in the art are it is found that differentiation and new business field with the network architecture
The appearance of scape, technical solution provided by the present application are equally applicable for similar technical problem.
By taking the smart phone in mobile terminal as an example, illustratively, Figure 1B, which is shown, can apply the embodiment of the present application technology
A kind of composed structure schematic diagram of smart phone of scheme, above-mentioned smart phone include：Shell 110, touching display screen 120, master
Plate 130, battery 140 and subplate 150 are provided with front camera 131, systems-on-a-chip (System on mainboard 130
Chip, SoC) 132 (including application processor and baseband processor), memory 133, power management chip 134, radio frequency system
135 etc., it is provided with oscillator 151, integrated sound chamber 152 and VOOC sudden strain of a muscle on subplate and fills interface 153.
The SoC132 is the control centre of smart phone, utilizes each of various interfaces and the entire smart phone of connection
A part by running or execute the software program and/or module that are stored in memory 133, and calls and is stored in storage
Data in device 133 execute the various functions and processing data of smart phone, to carry out integral monitoring to smart phone.It should
SoC132 may include one or more processing units, can such as integrate application processor (AP), modem (Modem) and base band
Processor (also known as baseband chip, base band) etc., wherein the main processing operation system of application processor, user interface and application
Program etc., modem is used to baseband signal being converted to radiofrequency signal, radiofrequency signal is converted to baseband signal, processing connects
Enter layer (Acess stratum, AS) and Non-Access Stratum (Non-access stratum, NAS) signaling and with AP processor
Interface etc. is carried out, baseband processor mainly handles wireless communication.It is understood that above-mentioned baseband processor can not also integrate
Into SoC132, and Modem also can integrate in baseband chip, can also be independently disposed in smart phone.The SoC132
Such as it can be central processing unit (Central Processing Unit, CPU), general processor, digital signal processor
(Digital Signal Processor, DSP), specific integrated circuit (Application-Specific Integrated
Circuit, ASIC), field programmable gate array (Field Programmable Gate Array, FPGA) or other can
Programmed logic device, transistor logic, hardware component or any combination thereof.
The memory 133 can be used for storing software program and module, and SoC132 is stored in memory 133 by operation
Software program and module, thereby executing the various function application and data processing of smart phone.Memory 133 can be main
Including storing program area and storage data area, wherein storing program area can answer needed for storage program area, at least one function
With program etc.；Storage data area, which can be stored, uses created data etc. according to smart phone.In addition, memory 133 can be with
It can also include nonvolatile memory, for example, at least disk memory, a flash memory including high-speed random access memory
Device or other volatile solid-state parts.
Fig. 1 C is shown can be using wireless interface between a kind of mobile terminal and base station of the embodiment of the present application technical solution
Corresponding channel (medium of the channel of communication, i.e. signal transmission) mapping schematic diagram.Channel specifically may include：Logic channel, biography
Defeated channel and physical channel.Wherein, logic channel describes the type of information, that is, what information define transmission is.Transmission
Channel describes the transmission mode of information, that is, defines how information is transmitted, and is a logical Virtual concept, it is necessary
It adds on the physical channel.Physical channel is used for the transmission of concrete signal, i.e., the letter of actual physical medium composition by physical layer
Road and physical circuit are wireless etc., are a physical concepts.
Specifically, in down channel, logic channel include broadcast control channel (Broadcast control channel,
BCCH), physical control channel (Physical control channel, PCCH), common control channel (Common control
Channel, CCCH), dedicated control channel (Dedicated control channel, DCCH), Dedicated Traffic Channel
(Dedicated traffic channel, DTCH), multicast control channel (multicast control channel,
MCCH), Logical Traffic Channels (multicast traffic channel, MTCH)；Wherein, BCCH is broadcasted for eNB to UE public
With information, PCCH is used for calling phase for transmitting paging message, CCCH, control letter required for transmission link connection
Breath, DCCH transmit required control information, DTCH, which is used for transmission, to make a return journey in net for calling lasting order and in communication process
User data between network and terminal, MCCH is used for transmission the control information that request receives MTCH information, under MTCH is for sending
Capable MBMS business.Transmission channel includes broadcast channel (Broadcast channel, BCH), paging channel (Paging
Channel, PCH), DSCH Downlink Shared Channel (Downlink Shared Channel, DL-SCH), Multicast Channel (multicast
Channel, MCH)；Wherein, BCH is used for transmission the information on BCCH logic channel, and PCH is used for transmission on PCCH logic channel
Information, DL-SCH in LTE for transmitting the transmission channel of downlink data, and MCH is for supporting MBMS.Physical channel includes physics
Broadcast channel (Physical control channel, PBCH), Physical Downlink Shared Channel (Physical Downlink
Shared channel, PDSCH), Physical Multicast Channel (Physical Multicast channel, PMCH)；Wherein, PBCH
For carrying the data of transmission channel BCH, PDSCH is used to carry the data of transmission channel PCH, DL-SCH, and PMCH is for carrying
The data of transmission channel MCH.
In up channel, logic channel includes CCCH, DCCH and DTCH.Transmission channel includes random access channel
(Random Access Channel, RACH), Uplink Shared Channel (uplink shared channel, UL-SCH)；Wherein,
RACH is used for the page reply access logged in UE caller, UL-SCH and the corresponding up channel of DL-SCH.Physical channel includes
Physical Random Access Channel (Physical random access channel, PRACH), Physical Uplink Control Channel
(Physical uplink control channel, PUCCH), Physical Uplink Shared Channel (Physical uplink
Shared channel, PUSCH)；Wherein, PRACH is used to carry the data of sub- transmission channel RACH, and PUSCH is passed for carrying
The data of defeated channel UL-SCH.
In conjunction with wireless communication system architecture schematic diagram shown in figure 1A, the game service data and the network equipment of mobile terminal
The interactive process access net delay that include mobile terminal eat dishes without rice or wine to network, and from access net transmission of IP data to game services
The time-consuming of device, the interactive process are related to the interaction of mobile terminal and each network element of network side, are influenced by wireless communications environment, feelings
Condition is complicated, involves that correlated variables is more, and the time-consuming accounting weight in integrally delay of the interactive process is larger.In order to reduce data from shifting
The transmission delay of dynamic terminal to network, with reference to the accompanying drawing describes to the embodiment of the present application in detail.
Embodiment one
Referring to fig. 2, it illustrates a kind of data transfer optimization method provided by the embodiments of the present application, this method is applied to move
Dynamic terminal, this method may include：
S201：Determine the type of current service data；
S202：When the type of the determination includes target type, the corresponding time delay duration of the target type is obtained；
S203：If the corresponding first transmission delay duration of the business datum of the target type is greater than the time delay duration,
Then abandon the business datum of the target type.
Based on technical solution shown in Fig. 2, it is applied to mobile terminal, by the type for determining current service data；Institute
When to state determining type include target type, the corresponding time delay duration of the target type is obtained；If the industry of the target type
The corresponding first transmission delay duration of data of being engaged in is greater than the time delay duration, then abandons the business datum of the target type；It can
To avoid all business datums all go preempting resources and cause data transmission channel block brought by game Caton, in wechat
The problems such as slow is netted, to reduce transmission delay of the data from mobile terminal to network, improves the real-time of data transmission, together
When also improve the service performance of mobile terminal.
For technical solution shown in Fig. 2, in one possible implementation, the class of the determining current service data
Type specifically includes：
Receive current service data；
Based on machine learning algorithm is applied, the current service data is analyzed；
Based on the analysis as a result, determining the type of the current service data.
In above-mentioned implementation, specifically, it is described based on the analysis as a result, determining the current service data
Type specifically includes：
It is marked according to the result of the analysis for the current service data, and obtains the business number after label
According to；
Based on the business datum after the label, the type of the current service data is determined.
It should be noted that mobile terminal and network side are established after connection, during business data transmission, have various
The business datum of various kinds type needs to be transmitted using the data transmission channel of mobile terminal simultaneously, for example wechat, QQ, eats chicken
The business datums such as game and king's honor game.First after acquisition for mobile terminal current service data, the base band of mobile terminal
Processor analyzes current service data using using machine learning algorithm, to determine the type of current service data.It lifts
For example, during business data transmission, it is assumed that the business datum of current transmission includes data 1, data 2, data 3 and data
4, it is analyzed it based on application machine learning algorithm by the baseband processor of mobile terminal, according to the result analyzed to industry
Business data packet is marked, for example the business datum of wechat is labeled as I class data, and the business datum of QQ is labeled as II class data,
The business datum of king's honor game is labeled as Group III data, eats the business datum of chicken game labeled as IV class data；Work as acquisition
After business datum (such as I class data, II class data, Group III data and IV class data) after label, so that it may determine to count
It is wechat according to 1 type, is marked as I class data；The type of data 2 is QQ, is marked as II class data；The type of data 3
For king's honor game, it is marked as Group III data；The type of data 4 is to eat chicken game, it is marked as IV class data；Its
In, Group III data and IV class data are game service type.
For technical solution shown in Fig. 2, in one possible implementation, the acquisition target type is corresponding
Time delay duration, specifically include：
Based on the analysis of pre-set business data model, the corresponding relationship of type and time delay duration is obtained；
Corresponding relationship based on the type and time delay duration obtains the corresponding time delay duration of the target type；
Wherein, the target type includes at least game service type.
It should be noted that pre-set business data model is already existing business data model, it can from these models
To obtain the corresponding relationship of data type Yu time delay duration；Target type includes but is not limited to game service, such as small data packets,
Low discharge, long connection and low serious forgiveness etc. can also be used as target type, and the embodiment of the present application is not construed as limiting this.Citing comes
It says, by taking king's honor game as an example, is analyzed for the business data model of the game, pair of the available business datum
It should be related to, including type information is the game of king's honor, causing the time delay duration of picture Caton is 460ms；It is to eat chicken game
Example, is analyzed, the corresponding relationship of the available business datum, including type information for the business data model of the game
To eat chicken game, causing the time delay duration of picture Caton is 200ms；It is swum according to acquired corresponding relationship, such as king's honor
The corresponding relationship of play type and 460ms eat chicken type of play and the corresponding relationship of 200ms, it is assumed that are wrapped in current service data
The target type included is the game of king's honor, then according to obtained corresponding relationship, it can be deduced that king's honor game is corresponding
A length of 460ms when time delay；Assuming that target type included in current service data is to eat chicken game, then according to obtained right
It should be related to, it can be deduced that eat a length of 200ms when the corresponding time delay of chicken game.
It should also be noted that, for the business datum of non-targeted type, it can be according to existing business data transmission side
Formula is transmitted, without other processing strategies；Wherein, the existing business data transmission mode, the embodiment of the present application
This is not especially limited.
For technical solution shown in Fig. 2, in one possible implementation, if the business of the target type
The corresponding first transmission delay duration of data is greater than the time delay duration, then abandons the business datum of the target type, specifically
Including：
Configure the corresponding timer of business datum of the target type；Wherein, the duration that the timer is configured is
It is obtained based on the time delay duration；
In the Startup time for the business datum for transmitting the target type, while opening the timer and carrying out timing；
It is more than the timer in the first transmission delay duration of the business datum of the transmission target type
The finish time of timing then abandons the business datum of the target type.
It should be noted that the first transmission delay duration is used to characterize the business datum of the target type to network side
The transmission delay that institute's timing obtains when transmission；Time delay duration is obtained based on the corresponding time delay duration information of the target type
, the minimum transmission delay of picture Caton is caused when for characterizing the business data transmission of the target type.For the ease of meter
When carry out required transmission delay duration when business data transmission every time, mobile terminal can be directed to the business of each target type
The corresponding timer of data configuration, and the duration that timer is configured is obtained based on time delay duration, can made in this way
The business datum of institute's transmission objectives type is directly abandoned at the minimum transmission delay moment of picture Caton.As an example it is assumed that working as
Included target type is the game of king's honor in preceding business datum, the corresponding time delay duration of king's honor game obtained
For 460ms, the timer configuration of this transmission king's honor game can be 460ms by mobile terminal at this time, and at this
The Startup time that the business datum of king's honor game is sent to network side starts the timer and carries out timing, if the biography
First transmission delay duration of the business datum of the defeated target type is more than the finish time of the timer timing, that is, works as meter
When to 460ms when, if the business datum of this king's honor game is sent to network side not yet, directly abandon this king
The business datum of honor game, can thus allow other business datums being lined up below as early as possible log-on data transmit；To keep away
Exempt from all business datums all to go preempting resources and data transmission channel is caused to block brought game Caton, wechat online
The problems such as slow, reduces transmission delay of the data from mobile terminal to network, improves the real-time of data transmission.
For technical solution shown in Fig. 2, in one possible implementation, in the discarding target type
After business datum, the method also includes：
Within a preset period of time, the corresponding discarding frequency of business datum of the target type is counted；
When the discarding frequency is greater than preset times, the transmission priority of the business datum of the target type is adjusted；
Wherein, the business datum of target type transmission priority adjusted is higher than the transmission priority before adjustment；
Business datum transmission priority adjusted based on the target type, obtains the business number of the target type
According to corresponding second transmission delay duration；
If the second transmission delay duration is not more than the time delay duration, continue the business for transmitting the target type
Data.
It should be noted that the second transmission delay duration is excellent in transmission for characterizing the business datum of the target type
The rear of first grade adjustment sends the transmission delay that the timing of when institute obtains to network side；Preset times refer to the business of same target type
Data permitted discarding frequency within a preset period of time；Wherein, preset times and preset time period can be customized by the user,
Can also be customized by mobile terminal, the application is not especially limited this.It is greater than when according to analysis discarding frequency obtained
When preset times, indicate that the business datum of the target type is dropped that number is excessive, has seriously affected the data of the target type
Business at this time just needs to reduce discarding frequency by adjusting transmission priority.As an example it is assumed that preset time period is 10
Minute, preset times are 50 times；Mobile terminal is dropped number for the business datum of target type in 10 minutes and is counted
And it analyzes, for example the data of king's honor game have been dropped 51 times, can not be carried out so as to cause king's honor game service；This
When due to king's honor discarding frequency be greater than preset times, will trigger and the dispatching priority of king's honor is adjusted
It is whole, so that the transmission priority adjusted of the business datum of king's honor game is higher than the transmission priority before adjustment；At this moment
It waits according to transmission priority adjusted, when mobile terminal can obtain business datum corresponding second transmission delay of target type
It is long；Due to the raising of transmission priority, king's honor game point can be allowed with more transfer resource, so that the second transmission
Delay duration is not more than time delay duration, and such mobile terminal will continue to transmit the business datum of the target type, will not lose
Abandon the business datum of target type；The corresponding second transmission delay duration of business datum due to reducing king's honor game,
The corresponding discarding frequency of business datum that king's honor game can be reduced, also ensures that the data service of king's honor game
It operates normally.
For technical solution shown in Fig. 2, in one possible implementation, in the determining current service data
Before type, the method also includes：
Measure radio frequency index；
Based on the measured value of the RF index, the signal evaluation value of current network quality is determined；
If the signal evaluation value of the current network quality is less than or equal to preset signals threshold value, enters the data and transmit
The process of optimization method.
In above-mentioned implementation, specifically, the RF index includes at least following one of them：Reference signal receives function
Rate RSRP, Reference Signal Received Quality RSRQ, Signal to Noise Ratio (SNR) and channel quality indicator (CQI).
It should be noted that before carrying out business data transmission, it can also be according to the RF index measured by mobile terminal
The signal evaluation value of current network quality is determined, thus according to identified signal evaluation value to determine whether needing to be implemented this
The corresponding process of data transfer optimization method of application；Wherein, signal evaluation value can be with RSRP, RSRQ, SNR or CQI come table
Show, the application is not especially limited this.Preset signals threshold value is the quality for characterizing current network quality, works as signal evaluation
When value is indicated with RSRP, RSRQ, SNR or CQI, preset signals threshold value may be different, such as signal evaluation value RSRP table
When showing, preset signals threshold value can be A；When signal evaluation value is indicated with RSRQ, preset signals threshold value can be B；Signal evaluation
When value is indicated with SNR, preset signals threshold value can be C；When signal evaluation value is indicated with CQI, preset signals threshold value can be D；
A, B, C and D are mutually different；In addition, preset signals threshold value can be customized by the user, can also be made by oneself by mobile terminal
Justice, the application are also not especially limited this.
It should also be noted that, RSRP is higher, the coverage strength higher grade of representation signal, and channel circumstance is better, transmission
For time delay when business datum with regard to smaller, the discarding frequency of business datum is lower, i.e. the higher expression current network quality of RSRP
Signal is better；RSRQ is higher, represents that channel circumstance is better, and time delay when transmission services data is with regard to smaller, the discarding of business datum
Number is lower, i.e. RSRQ is higher, and the signal for also illustrating that current network quality is better；SNR is higher, and it is better to represent channel circumstance, passes
For time delay when defeated business datum with regard to smaller, the discarding frequency of business datum is lower, i.e. SNR is higher to also illustrate that current network quality
Signal it is better；CQI is higher, represents that signal-to-noise ratio is higher, and time delay when transmission services data is with regard to smaller, the discarding time of business datum
Number is lower, i.e. CQI is higher, and the signal for also illustrating that current network quality is better.That is, if being evaluated according to RF index
The signal of current network quality is in preferable state, i.e. the signal evaluation value of current network quality is greater than preset signals threshold value, by
Small in the transmission delay of transmission services data, substantially without discarding traffic data, also there is no need to enter the application's at this time
The process of data transfer optimization method；If being in poor state according to the network quality of the evaluated current demand signal of RF index, i.e.,
The signal evaluation value of current network quality is less than or equal to preset signals threshold value, since the transmission delay of transmission services data is larger,
It at this time may need to abandon the business datum of target type, for example the business datum of current transmission is the game of king's honor
Business datum then directly abandons person honor when the business datum of king's honor game is when 460ms is sent to network side not yet
The business datum of credit game just needs the process into the data transfer optimization method of the application at this time.
A kind of data transfer optimization method is present embodiments provided, this method is applied to mobile terminal, current by determining
The type of business datum；When the type of the determination includes target type, the corresponding time delay duration of the target type is obtained；
If the corresponding first transmission delay duration of the business datum of the target type is greater than the time delay duration, the target is abandoned
The business datum of type；Preempting resources can be all gone to avoid all business datums and data transmission channel obstruction is caused to be brought
Game Caton, wechat online it is slow the problems such as, to reduce transmission delay of the data from mobile terminal to network, improve number
According to the real-time of transmission, the service performance of mobile terminal is also improved, while the user experience is improved.
Embodiment two
Based on the identical inventive concept of previous embodiment, referring to Fig. 3, it illustrates a kind of numbers provided by the embodiments of the present application
According to the detailed process of transmission optimization method, the exemplary scene of this method may refer to Figure 1A, the business datum of target type with
For king's honor game, it is based on wireless communication system architecture schematic diagram shown in figure 1A, which may include：
S301：Measure radio frequency index；
S302：Based on the measured value of the RF index, the signal evaluation value of current network quality is determined；
S303：If the signal evaluation value of the current network quality is less than or equal to preset signals threshold value, current industry is received
Business data；
For example, by taking wireless communication system architecture schematic diagram shown in figure 1A as an example, carry out business data transmission it
Before, RF index is by taking RSRP as an example measured by mobile terminal 104；According to RSRP measured value acquired in mobile terminal 104, and will
Its signal evaluation value as current network quality；Wherein, RSRP measured value is higher, and the coverage strength grade of representation signal is got over
Height, channel circumstance is better, and time delay when transmission services data is smaller, i.e. the higher letter for indicating current network quality of RSRP measured value
It is number better；Assuming that preset signals threshold value value is that A illustrates to work as if RSRP measured value acquired in mobile terminal 104 is greater than A
The signal of preceding network quality is in preferable state, does not enter the process of the data transfer optimization method, passes according to available data
Defeated mode carries out data transmission；If RSRP measured value acquired in mobile terminal 104 is less than or equal to A, illustrate current network matter
The signal of amount is in poor state, and at this time since the transmission delay of transmission services data is larger, at this time mobile terminal 104 is just needed
Current service data is received convenient for subsequent analysis.
S304：Based on machine learning algorithm is applied, the current service data is analyzed；
S305：It is marked according to the result of the analysis for the current service data, and obtains the industry after label
Business data；
S306：Based on the business datum after the label, the type of the current service data is determined；
S307：When the type of the determination includes target type, based on the analysis of pre-set business data model, class is obtained
The corresponding relationship of type and time delay duration；
S308：Corresponding relationship based on the type and time delay duration obtains the corresponding time delay of the target type
Duration；Wherein, the target type includes at least game service type；
For example, by taking wireless communication system architecture schematic diagram shown in figure 1A as an example, the business datum of target type with
For king's honor game, in conjunction with examples detailed above, after mobile terminal 104 receives current service data, mobile terminal 104
Baseband processor analyzes current service data using using machine learning algorithm, to determine the class of current service data
Type, for example the business datum of current transmission includes data 1, data 2 and data 3, based on using machine learning algorithm by moving end
The baseband processor at end analyzes it, and business data packet is marked according to the result analyzed, such as the industry of wechat
Business data markers are I class data, and the business datum of QQ is labeled as II class data, and the business datum of king's honor game is labeled as
Group III data；After business datum (such as I class data, II class data and Group III data) after obtaining label, so that it may
The corresponding type of data 1 for determining to be marked as I class data is wechat, is marked as the corresponding class of data 2 of II class data
Type is QQ, and the corresponding type of data 3 for being marked as Group III data is the game of king's honor；Wherein, Group III data are game
Type of service, that is to say, that the business datum of target type is Group III data, the i.e. business datum of king's honor game；According to
The analysis of pre-set business data model, the corresponding relationship of mobile terminal 104 available type and time delay duration, such as king are flourish
The corresponding relationship of credit type of play and 460ms；According to the corresponding relationship of acquired type and time delay duration, mobile terminal 104 can
A length of 460ms when obtaining the corresponding time delay of king's honor game.
S309：Configure the corresponding timer of business datum of the target type；Wherein, the timer be configured when
Length is obtained based on the time delay duration；
S310：In the Startup time for the business datum for transmitting the target type, while opening the timer and carrying out
Timing；
S311：If the first transmission delay duration of the business datum of the transmission target type is more than the timer
The finish time of timing then abandons the business datum of the target type.
For example, still by taking wireless communication system architecture schematic diagram shown in figure 1A as an example, the business datum of target type
By taking king's honor game as an example, in conjunction with examples detailed above, the received current service data of institute is divided according to aforementioned mobile terminal 104
Analysis and label, the business datum of king's honor game are marked as Group III data, and the king obtained of mobile terminal 104
A length of 460ms when the corresponding time delay of honor game；Before being started to send to network side (such as base station 101) from PDCP layers, move
The corresponding timer configuration of Group III data that dynamic terminal 104 sends this is 460ms, and is sending Group III data to net
The Startup time of network side opens the timer and carries out timing simultaneously, if the first transmission delay duration of the transmission III data
More than the finish time of the timer timing, i.e., when the 460ms of timing is reached, if still Group III data are not sent
To network side (such as base station 101), then Group III data are directly abandoned, can thus allow other business datums being lined up below
Log-on data is transmitted as early as possible；Preempting resources are all gone so as to avoid all business datums and data transmission channel is caused to block institute
The problems such as bring game Caton, slow wechat online, reduces transmission delay of the data from mobile terminal to network, improve number
According to the real-time of transmission.
The normal operation of data service is influenced in order to avoid the corresponding discarding frequency of business datum is excessive, referring to fig. 4,
The detailed process of another data transfer optimization method provided by the embodiments of the present application is shown, channel radio shown in figure 1A is based on
Believe system architecture schematic diagram, which may include：
S401：Within a preset period of time, the corresponding discarding frequency of business datum of the target type is counted；
S402：When the discarding frequency is greater than preset times, the transmission for adjusting the business datum of the target type is excellent
First grade；Wherein, the business datum of target type transmission priority adjusted is higher than the transmission priority before adjustment；
S403：Business datum transmission priority adjusted based on the target type, obtains the target type
The corresponding second transmission delay duration of business datum；
S404：If the second transmission delay duration is not more than the time delay duration, continue to transmit the target type
Business datum.
For example, still by taking wireless communication system architecture schematic diagram shown in figure 1A as an example, the business datum of target type
By taking king's honor game as an example, in conjunction with examples detailed above, labeled Group III data are the business datum of king's honor game, false
If preset time period is 10 minutes, preset times are 50 times；Mobile terminal 104 counts and analyzes Group III data within 10 minutes
Discarding frequency can not be carried out if Group III data have been dropped 51 times so as to cause king's honor game service；At this time
Since the corresponding discarding frequency of Group III data is greater than preset times, scheduling of the mobile terminal 104 to Group III data will be triggered
Priority is adjusted, so that the transmission priority adjusted of Group III data is higher than the transmission priority before adjustment；At this time
According to transmission priority adjusted, mobile terminal 104 can obtain the corresponding second transmission delay duration of Group III data；Due to
The raising of transmission priority can allow Group III data to distribute more transfer resource, so that the second transmission delay duration is not
Greater than time delay duration, such mobile terminal 104 will continue to transmit the Group III data, can't abandon Group III data；By
In the second transmission delay duration for reducing III data, that is, reduce the business data transmission of king's honor game second passes
Defeated delay duration, and then reduce the corresponding discarding frequency of business datum of king's honor game, it can be to avoid secondary due to abandoning
The phenomenon that number excessively impacts the data service of king's honor game, to ensure that the data industry of king's honor game
Business operates normally.
Through the foregoing embodiment, the specific implementation of previous embodiment is elaborated, there it can be seen that passing through
The technical solution of previous embodiment can all go preempting resources to avoid all business datums and data transmission channel is caused to block
It the problems such as brought game Caton, slow wechat online, to reduce transmission delay of the data from mobile terminal to network, mentions
The high real-time of data transmission, also improves the service performance of mobile terminal, while the user experience is improved.
Embodiment three
Based on the identical inventive concept of previous embodiment, referring to Fig. 5, it illustrates a kind of numbers provided by the embodiments of the present application
According to the composition of transmission optimization device 50, the data transfer optimization device 50 may include：Determine part 501, fetching portion 502
With discarding part 503；Wherein,
The determining part 501 is configured to determine the type of current service data；
The fetching portion 502 is configured to obtain the target type when the type of the determination includes target type
Corresponding time delay duration；
The discarding part 503, if the corresponding first transmission delay duration of the business datum for being configured to the target type
Greater than the time delay duration, then the business datum of the target type is abandoned.
In the above scheme, the determining part 501, concrete configuration are：
Receive the current service data；
Based on machine learning algorithm is applied, the current service data is analyzed；
Based on the analysis as a result, determining the type of the current service data.
In the above scheme, the determining part 501, concrete configuration are：
It is marked according to the result of the analysis for the current service data, and obtains the business number after label
According to；
Based on the business datum after the label, the type of the current service data is determined.
In the above scheme, the fetching portion 502, concrete configuration are：
Based on the analysis of pre-set business data model, the corresponding relationship of type and time delay duration is obtained；
Corresponding relationship based on the type and time delay duration obtains the corresponding time delay duration of the target type；
Wherein, the target type includes at least game service type.
In the above scheme, the discarding part 503, concrete configuration are：
Configure the corresponding timer of business datum of the target type；Wherein, the duration that the timer is configured is
It is obtained based on the time delay duration；
In the Startup time for the business datum for transmitting the target type, while opening the timer and carrying out timing；
If the first transmission delay duration of the business datum of the transmission target type is more than the timer
The finish time of timing then abandons the business datum of the target type.
In the above scheme, referring to Fig. 6, the data transfer optimization device 50 further includes adjustment member 504, is configured to：
Within a preset period of time, the corresponding discarding frequency of business datum of the target type is counted；
When the discarding frequency is greater than preset times, the transmission priority of the business datum of the target type is adjusted；
Wherein, the business datum of target type transmission priority adjusted is higher than the transmission priority before adjustment；
Business datum transmission priority adjusted based on the target type, obtains the business number of the target type
According to corresponding second transmission delay duration；
If the second transmission delay duration is not more than the time delay duration, continue the business for transmitting the target type
Data.
In the above scheme, referring to Fig. 7, the data transfer optimization device 50 further includes measurement part 505, is configured to：
Measure radio frequency index；
Based on the measured value of the RF index, the signal evaluation value of current network quality is determined；
If the signal evaluation value of the current network quality is less than or equal to preset signals threshold value, enters the data and transmit
The process of optimization method.
In the above scheme, the measurement part 505, concrete configuration are：
The RF index includes at least following one of them：Reference Signal Received Power RSRP, Reference Signal Received Quality
RSRQ, Signal to Noise Ratio (SNR) and channel quality indicator (CQI).
It is to be appreciated that in the present embodiment, " part " can be partial circuit, segment processor, subprogram or soft
Part etc., naturally it is also possible to be unit, can also be that module is also possible to non-modularization.
In addition, each component part in the present embodiment can integrate in one processing unit, it is also possible to each list
Member physically exists alone, and can also be integrated in one unit with two or more units.Above-mentioned integrated unit both can be with
Using formal implementation of hardware, can also be realized in the form of software function module.
If the integrated unit realizes that being not intended as independent product is sold in the form of software function module
Or in use, can store in a computer readable storage medium, based on this understanding, the technical side of the present embodiment
Substantially all or part of the part that contributes to existing technology or the technical solution can be produced case in other words with software
The form of product embodies, which is stored in a storage medium, including some instructions are used so that one
Platform computer equipment (can be personal computer, server or the network equipment etc.) or processor (processor) execute sheet
The all or part of the steps of embodiment the method.And storage medium above-mentioned includes：USB flash disk, mobile hard disk, read-only memory
(ROM, Read Only Memory), random access memory (RAM, Random Access Memory), magnetic or disk
Etc. the various media that can store program code.
Therefore, a kind of computer storage medium is present embodiments provided, which is stored with data transmission
The program of optimization, the program of the data transfer optimization realize number described in above-described embodiment one when being executed by least one processor
According to transmission optimization method the step of.
Based on the composition and computer storage medium of above-mentioned data transfer optimization device 50, referring to Fig. 8, it illustrates this
Apply embodiment provide data transfer optimization device 50 specific hardware structure, may include：Network interface 801, memory
802 and processor 803；Various components are coupled by bus system 804.It is understood that bus system 804 is for realizing this
Connection communication between a little components.Bus system 804 except include data/address bus in addition to, further include power bus, control bus and
Status signal bus in addition.But for the sake of clear explanation, various buses are all designated as bus system 804 in fig. 8.Wherein, net
Network interface 801, during for being received and sent messages between other ext nal network elements, signal is sended and received；
Memory 802, for storing the computer program that can be run on processor 803；
Processor 803, for executing when running the computer program：
Determine the type of current service data；
When the type of the determination includes target type, the corresponding time delay duration of the target type is obtained；
If the corresponding first transmission delay duration of the business datum of the target type is greater than the time delay duration, abandon
The business datum of the target type.
It is appreciated that the memory 802 in the embodiment of the present application can be volatile memory or nonvolatile memory,
It or may include both volatile and non-volatile memories.Wherein, nonvolatile memory can be read-only memory (Read-
Only Memory, ROM), programmable read only memory (Programmable ROM, PROM), the read-only storage of erasable programmable
Device (Erasable PROM, EPROM), electrically erasable programmable read-only memory (Electrically EPROM, EEPROM) or
Flash memory.Volatile memory can be random access memory (Random Access Memory, RAM), be used as external high
Speed caching.By exemplary but be not restricted explanation, the RAM of many forms is available, such as static random access memory
(Static RAM, SRAM), dynamic random access memory (Dynamic RAM, DRAM), Synchronous Dynamic Random Access Memory
(Synchronous DRAM, SDRAM), double data speed synchronous dynamic RAM (Double Data Rate
SDRAM, DDRSDRAM), enhanced Synchronous Dynamic Random Access Memory (Enhanced SDRAM, ESDRAM), synchronized links
Dynamic random access memory (Synchlink DRAM, SLDRAM) and direct rambus random access memory (Direct
Rambus RAM, DRRAM).The memory 802 of system and method described herein is intended to include but is not limited to these and arbitrarily its
It is suitble to the memory of type.
And processor 803 may be a kind of IC chip, the processing capacity with signal.During realization, on
Each step for stating method can be completed by the integrated logic circuit of the hardware in processor 803 or the instruction of software form.
Above-mentioned processor 803 can be general processor, digital signal processor (Digital Signal Processor, DSP),
Specific integrated circuit (Application Specific Integrated Circuit, ASIC), ready-made programmable gate array
(Field Programmable Gate Array, FPGA) either other programmable logic device, discrete gate or transistor are patrolled
Collect device, discrete hardware components.It may be implemented or execute disclosed each method, step and the logical box in the embodiment of the present application
Figure.General processor can be microprocessor or the processor is also possible to any conventional processor etc..In conjunction with the application
The step of method disclosed in embodiment, can be embodied directly in hardware decoding processor and execute completion, or use decoding processor
In hardware and software module combination execute completion.Software module can be located at random access memory, and flash memory, read-only memory can
In the storage medium of this fields such as program read-only memory or electrically erasable programmable memory, register maturation.The storage
Medium is located at memory 802, and processor 803 reads the information in memory 802, and the step of the above method is completed in conjunction with its hardware
Suddenly.
It is understood that embodiments described herein can with hardware, software, firmware, middleware, microcode or its
Combination is to realize.For hardware realization, processing unit be may be implemented in one or more specific integrated circuit (Application
Specific Integrated Circuits, ASIC), digital signal processor (Digital Signal Processing,
DSP), digital signal processing appts (DSP Device, DSPD), programmable logic device (Programmable Logic
Device, PLD), field programmable gate array (Field-Programmable Gate Array, FPGA), general processor,
In controller, microcontroller, microprocessor, other electronic units for executing herein described function or combinations thereof.
For software implementations, it can be realized herein by executing the module (such as process, function etc.) of function described herein
The technology.Software code is storable in memory and is executed by processor.Memory can in the processor or
It is realized outside processor.
Optionally, as another embodiment, processor 803 is additionally configured to when running the computer program, is executed
The step of method of data transfer optimization described in above-described embodiment one.
It should be noted that, in this document, the terms "include", "comprise" or its any other variant are intended to non-row
His property includes, so that the process, method, article or the device that include a series of elements not only include those elements, and
And further include other elements that are not explicitly listed, or further include for this process, method, article or device institute it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including being somebody's turn to do
There is also other identical elements in the process, method of element, article or device.
Above-mentioned the embodiment of the present application serial number is for illustration only, does not represent the advantages or disadvantages of the embodiments.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, the technical solution of the application substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in a storage medium
In (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a terminal (can be mobile phone, computer, service
Device, air conditioner or network equipment etc.) execute method described in each embodiment of the application.
Embodiments herein is described above in conjunction with attached drawing, but the application be not limited to it is above-mentioned specific
Embodiment, the above mentioned embodiment is only schematical, rather than restrictive, those skilled in the art
Under the enlightenment of the application, when not departing from the application objective and scope of the claimed protection, can also it make very much
Form, these are belonged within the protection of the application.
Claims (10)
1. a kind of data transfer optimization method, the method is applied to mobile terminal, the method includes：
Determine the type of current service data；
When the type of the determination includes target type, the corresponding time delay duration of the target type is obtained；
If the corresponding first transmission delay duration of the business datum of the target type be greater than the time delay duration, abandon described in
The business datum of target type.
2. the method according to claim 1, wherein the type of the determining current service data, specifically includes：
Receive the current service data；
Based on machine learning algorithm is applied, the current service data is analyzed；
Based on the analysis as a result, determining the type of the current service data.
3. according to the method described in claim 2, it is characterized in that, it is described based on the analysis as a result, determining described current
The type of business datum, specifically includes：
It is marked according to the result of the analysis for the current service data, and obtains the business datum after label；
Based on the business datum after the label, the type of the current service data is determined.
4. the method according to claim 1, wherein described obtain the corresponding time delay duration of the target type,
It specifically includes：
Based on the analysis of pre-set business data model, the corresponding relationship of type and time delay duration is obtained；
Corresponding relationship based on the type and time delay duration obtains the corresponding time delay duration of the target type；Wherein,
The target type includes at least game service type.
5. if the method according to claim 1, wherein the business datum of the target type corresponding
One transmission delay duration is greater than the time delay duration, then abandons the business datum of the target type, specifically include：
Configure the corresponding timer of business datum of the target type；Wherein, the duration that the timer is configured is to be based on
What the time delay duration obtained；
In the Startup time for the business datum for transmitting the target type, while opening the timer and carrying out timing；
If the first transmission delay duration of the business datum of the transmission target type is more than the timer timing
Finish time, then abandon the business datum of the target type.
6. the method according to claim 1, wherein the business datum for abandoning the target type it
Afterwards, the method also includes：
Within a preset period of time, the corresponding discarding frequency of business datum of the target type is counted；
When the discarding frequency is greater than preset times, the transmission priority of the business datum of the target type is adjusted；Wherein,
The business datum of target type transmission priority adjusted is higher than the transmission priority before adjustment；
Business datum transmission priority adjusted based on the target type, obtains the business datum pair of the target type
The the second transmission delay duration answered；
If the second transmission delay duration is not more than the time delay duration, continue the business number for transmitting the target type
According to.
7. the method according to claim 1, wherein before the type of the determining current service data, institute
The method of stating further includes：
Measure radio frequency index；
Based on the measured value of the RF index, the signal evaluation value of current network quality is determined；
If the signal evaluation value of the current network quality is less than or equal to preset signals threshold value, enter the data transfer optimization
The process of method.
8. the method according to the description of claim 7 is characterized in that the RF index includes at least following one of them：With reference to
Signal reception power RSRP, Reference Signal Received Quality RSRQ, Signal to Noise Ratio (SNR) and channel quality indicator (CQI).
9. a kind of data transfer optimization device, which is characterized in that the data transfer optimization device includes：Network interface, storage
Device and processor；Wherein,
The network interface, during for being received and sent messages between other ext nal network elements, signal is sended and received；
The memory, for storing the computer program that can be run on the processor；
The processor, for when running the computer program, perform claim to require any one of 1 to the 8 data transmission
The step of method of optimization.
10. a kind of computer storage medium, which is characterized in that the computer storage medium is stored with the journey of data transfer optimization
Sequence realizes any one of claim 1 to 8 data when the program of the data transfer optimization is executed by least one processor
The step of method of transmission optimization.
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